系统仿真学报 ›› 2023, Vol. 35 ›› Issue (4): 887-898.doi: 10.16182/j.issn1004731x.joss.21-1336

• 论文 • 上一篇    

作战任务分配建模及求解方法研究

马悦1,2(), 吴琳1, 郭圣明1   

  1. 1.国防大学,北京 100091
    2.中国人民解放军31002部队,北京 100091
  • 收稿日期:2021-12-23 修回日期:2022-01-26 出版日期:2023-04-29 发布日期:2023-04-12
  • 作者简介:马悦(1990-),男,工程师,博士生,研究方向为军事运筹分析与智能决策。E-mail:kmayue@163.com

Research on Modeling and Solution Method of Operational Tasks Assignment

Yue Ma1,2(), Lin Wu1, Shengming Guo1   

  1. 1.National Defense University of PLA, Beijing 100091, China
    2.PLA 31002 Troops, Beijing 100091, China
  • Received:2021-12-23 Revised:2022-01-26 Online:2023-04-29 Published:2023-04-12

摘要:

针对作战任务规划中的战前作战任务分配问题,构建了多约束作战任务分配模型以描述作战任务与作战单元之间的动态映射关系。提出了决策空间剪枝和约束条件判断等求解策略;阐述了决策变量编码、分配方案解码和分阶段适应值计算的方法,利用差分进化算法进行求解。实验表明:多约束分配模型及求解算法,能够有效降低决策空间规模,提高了分配方案的合理性和实用性。

关键词: 作战任务分配, 作战任务规划, 多约束目标优化, 差分进化, 行为树

Abstract:

Aiming at the prewar operational tasks assignment in operation task planning, a multi constraint model of operational tasks assignment is constructed to describe the dynamic mapping relationship between operational tasks and operational units. The solution strategy of decision space pruning and constraint condition judgment is proposed, and the methods of decision variable coding, assignment scheme decoding and phased fitness calculation are described. Differential evolution algorithm is used to work out the solution. The experimental results show that the multi constraint assignment model and solution algorithm can effectively reduce the scale of decision space, and can improve the rationality and practicability of operational tasks assignment scheme.

Key words: operational tasks assignment, operation task planning, multi constraint objective optimization, differential evolution, behavior tree

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